Regularisation Theory
Regularisation as Occam's razor - Tikhonov regularisation, structural risk minimisation, the connection between dropout and Bayesian inference, and early stopping as regularisation.
Regularisation as Occam's razor - Tikhonov regularisation, structural risk minimisation, the connection between dropout and Bayesian inference, and early stopping as regularisation.